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Product Management Root Cause Analysis Question: Investigating Venmo's peer-to-peer payment volume decrease
Image of author vinay

Vinay

Updated Dec 30, 2024

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Asked at Venmo

12 mins

Why has Venmo's peer-to-peer payment volume dropped by 15% over the past month?

Data Analysis Problem Solving Strategic Thinking Fintech Mobile Payments Digital Banking
Product Strategy Fintech Metrics Analysis Root Cause Analysis User Behavior

Introduction

Venmo's 15% drop in peer-to-peer payment volume over the past month is a significant issue that requires immediate attention. As we analyze this product challenge, I'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

I'll approach this by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this 15% drop been compared to the same period last year?

Why it matters: Seasonal trends could explain the volume decrease. Expected answer: Yes, it's been compared and is still significant. Impact on approach: If seasonal, we'd focus on why this year is different.

  • Considering user segments, I'm curious if this drop is uniform across all user groups. Have we seen any particular demographic or user type more affected?

Why it matters: Identifies if the issue is widespread or localized to specific users. Expected answer: The drop is more pronounced in younger users. Impact on approach: We'd investigate factors specifically affecting that demographic.

  • Thinking about recent changes, has there been any significant product update or policy change in the last 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A new security feature was implemented. Impact on approach: We'd examine how this feature might be affecting user experience.

  • Regarding competitive landscape, have there been any major moves from competitors like Cash App or Zelle recently?

Why it matters: Competitor actions could be drawing users away. Expected answer: No significant competitor changes noted. Impact on approach: We'd focus more on internal factors rather than market dynamics.

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